One thing I’ve always felt is that the relative difficulty of each task seems to have flipped? I could write a bird classifier in my sleep using fastai, but I have no idea how to do a GIS lookup.
Flashback to when apple rolled out their enhanced privacy tools and when I said "that data is blocked unless the user gives us permissions" the project manager un-ironically anguished "But how will we track them?!"
Won't someone please think of the commercial interests?! /s
Just pop up a dialog for the user. "Are you in a national park?"